SIGNATURE PRE - PROCESING BASED ON WALSH COEFFICIENTS

Recognition and verification of persons are difficult and important tasks today. In many fields of human activities (driver’s licenses, passports, electronic cards, etc.), signature recognition of person is needed. Hence, it inspires the development of a wide range of automatic identification systems. Signatures have been used for many centuries as a method of people’s identification. Signatures recognition was performed manually by experts in the past. Nowadays, these procedures are very often automatically applied. In this paper the system that automatically authenticates documents based on the owner’s handwritten signature is presented.

[1]  Rafal Doroz,et al.  Dynamic signature recognition based on velocity changes of some features , 2008, Int. J. Biom..

[2]  Venu Govindaraju,et al.  ER2: an intuitive similarity measure for on-line signature verification , 2004, IWFHR.

[3]  P. Porwik,et al.  Some Handwritten Signature Parameters in Biometric Recognition Process , 2007, 2007 29th International Conference on Information Technology Interfaces.

[4]  K. R. Rao,et al.  Orthogonal Transforms for Digital Signal Processing , 1979, IEEE Transactions on Systems, Man and Cybernetics.

[5]  Toby Berger,et al.  Reliable On-Line Human Signature Verification Systems , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[6]  Sayan Mukherjee,et al.  Choosing Multiple Parameters for Support Vector Machines , 2002, Machine Learning.